{"id":"W3185103754","doi":"10.18280/ijdne.160311","title":"Study of the Quality of Barley Cleaning with Indented Cylinder from Grain Impurities","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impurity; Cylinder; Materials science; Tray; Intensity (physics); Contamination; Grain size; Analytical Chemistry (journal); Composite material; Optics; Chemistry; Chromatography; Geometry; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406398,0.00007440057,0.000150593,0.00005102211,0.00001507784,0.00001685125,0.000138654,0.00009589278,0.000003490871],"category_scores_gemma":[0.00006378719,0.0000467865,0.00003797749,0.000109753,0.000009810741,0.0001033318,0.00002372925,0.0003528756,4.523255e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003297282,"about_ca_system_score_gemma":0.00002232414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351143,"about_ca_topic_score_gemma":0.00007117324,"domain_scores_codex":[0.9992722,0.00003969279,0.000296526,0.00005222851,0.000288684,0.00005068351],"domain_scores_gemma":[0.9992896,0.00007802971,0.0001565203,0.000055423,0.000399317,0.0000210503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003040755,0.0004079924,0.03244997,0.00008914497,0.002581757,0.00009149082,0.00748125,0.8709325,0.07562973,0.003505818,0.000236956,0.006289279],"study_design_scores_gemma":[0.009009425,0.0009784187,0.6623296,0.00158165,0.0005224781,0.0006725208,0.04001059,0.1880432,0.0911801,0.004629998,0.000154711,0.0008873593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587933,0.0003981361,0.04015114,0.00004480514,0.0005154749,0.00004456041,0.00001392015,0.000007924164,0.00003077048],"genre_scores_gemma":[0.9984931,0.0001319275,0.001255551,0.00001547736,0.00007335989,4.43782e-7,0.000006508671,0.00000808951,0.00001557289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6828894,"threshold_uncertainty_score":0.1907898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009704389096156278,"score_gpt":0.2309550332360116,"score_spread":0.2212506441398553,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}